Anli Ji

30 papers B 8C 1Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-Guided Counterfactual Explanations for Large-Scale Multivariate Time Series: Application in Scalable and Interpretable SEP Event Prediction.
CoRR
Pranjal Patil, Anli Ji, Berkay Aydin
2025 — conf
Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach.
ICDM (Workshops)
Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2025 J jnl
Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach.
CoRR
Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2025 — conf
Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction.
ICDM (Workshops)
Chetraj Pandey, Jinsu Hong, Anli Ji, Rafal A. Angryk, Berkay Aydin
2025 J jnl
Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction.
CoRR
Chetraj Pandey, Jinsu Hong, Anli Ji, Rafal A. Angryk, Berkay Aydin
2025 B conf
Physics-Guided Counterfactual Explanations for Large-Scale Multivariate Time Series: Application in Scalable and Interpretable SEP Event Prediction.
IEEE Big Data
Pranjal Patil, Anli Ji, Berkay Aydin
2024 J jnl
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers.
CoRR
Anli Ji, Berkay Aydin
2024 B conf
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting.
DSAA
Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 J jnl
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting.
CoRR
Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 B conf
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF.
DaWaK
Anli Ji, Chetraj Pandey, Berkay Aydin
2024 J jnl
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF.
CoRR
Anli Ji, Chetraj Pandey, Berkay Aydin
2023 — conf
Active Region-Based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers.
CogMI
Anli Ji, Berkay Aydin
2023 C conf
An Innovative Solar Flare Metadata Collection for Space Weather Analytics.
ICMLA
Jinsu Hong, Chetraj Pandey, Anli Ji, Berkay Aydin
2023 B conf
Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions.
DaWaK
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
2023 — conf
Enhancing Solar Flare Prediction with Innovative Data-Driven Labels.
CogMI
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
2023 B conf
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
DSAA
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
CoRR
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
2023 B conf
Interpretable Solar Flare Prediction with Sliding Window Multivariate Time Series Forests.
IEEE Big Data
Anli Ji, Berkay Aydin
2023 — conf
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
AIKE
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
CoRR
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
2022 J jnl
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting.
Neural Comput. Appl.
Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Junzhi Wen, Anli Ji, Rafal A. Angryk
2022 B conf
Solar Flare Forecasting with Deep Learning-based Time Series Classifiers.
ICPR
Anli Ji, Junzhi Wen, Rafal A. Angryk, Berkay Aydin
2022 J jnl
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting.
CoRR
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2021 — conf
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems.
CogMI
Anli Ji, Akhil Arya, Dustin Kempton, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2021 J jnl
All-Clear Flare Prediction Using Interval-based Time Series Classifiers.
CoRR
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
2020 — conf
A Framework for Detecting Polarity Inversion Lines from Longitudinal Magnetograms.
IEEE BigData
Xumin Cai, Berkay Aydin, Anli Ji, Manolis K. Georgoulis, Rafal A. Angryk
2020 B conf
A Framework for Local Outlier Detection from Spatio-Temporal Trajectory Datasets.
ICPR
Xumin Cai, Berkay Aydin, Anli Ji, Rafal A. Angryk
2020 — conf
All-Clear Flare Prediction Using Interval-based Time Series Classifiers.
IEEE BigData
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
2020 — conf
Local Outlier Detection for Multi-type Spatio-temporal Trajectories.
IEEE BigData
Xumin Cai, Berkay Aydin, Saurabh Maydeo, Anli Ji, Rafal A. Angryk
2020 — conf
On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem.
IEEE BigData
Yang Chen, Anli Ji, Pavan Ajit Babajiyavar, Azim Ahmadzadeh, Rafal A. Angryk